Yes. The 502s has 59 songs listed in a dataset used to train AI music models.

Used for training 59

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including Like My Father (Live Session, Nashville, TN, 2019), Carolina, Dance Til (Legs)

Listed under the artist name 59 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

Like My Father (Live Session, Nashville, TN, 2019)

Listed as Jam in the Van, The 502s – Like My Father (Live Session, Nashville, TN, 2019) (Jam in the Van - The 502s (Live Session, Nashville, TN, 2019)) · Watch on YouTube

youtube_video 2WVHpSXp34U · row 2WVHpSXp34U

LAION-DISCO-12M

Carolina

Listed as The 502s – Carolina (Stories To Tell: Side A) · Watch on YouTube

youtube_video 5pb17IVtlCY · row 5pb17IVtlCY

LAION-DISCO-12M

Dance Til (Legs)

Listed as The 502s – Dance Til (Legs) (Just Another - EP) · Watch on YouTube

youtube_video B0sC_x0Ajb4 · row B0sC_x0Ajb4

LAION-DISCO-12M

Viola Sororia

Listed as The 502s – Viola Sororia (Could It Get Better Than This) · Watch on YouTube

youtube_video J74yQHjx_uk · row J74yQHjx_uk

LAION-DISCO-12M

Summertime Singalong Vibe (Acoustic Version)

Listed as The 502s – Summertime Singalong Vibe (Acoustic Version) (Pure Serotonin) · Watch on YouTube

youtube_video MRg0HFVJiBo · row MRg0HFVJiBo

LAION-DISCO-12M

All Summer (Where You Gonna Be?)

Listed as The 502s – All Summer (Where You Gonna Be?) (Pure Serotonin) · Watch on YouTube

youtube_video cz3CbA17enI · row cz3CbA17enI

LAION-DISCO-12M

Inside Joke

Listed as The 502s – Inside Joke (Stories To Tell: Side A) · Watch on YouTube

youtube_video dM9buxV8UjA · row dM9buxV8UjA

LAION-DISCO-12M

Hi There Hello (Live Session, Nashville, TN, 2019)

Listed as Jam in the Van, The 502s – Hi There Hello (Live Session, Nashville, TN, 2019) (Jam in the Van - The 502s (Live Session, Nashville, TN, 2019)) · Watch on YouTube

youtube_video gJmXhSb_Su4 · row gJmXhSb_Su4

LAION-DISCO-12M

Midas

Listed as The 502s – Midas (Could It Get Better Than This) · Watch on YouTube

youtube_video iQpp-0CxxMY · row iQpp-0CxxMY

LAION-DISCO-12M

What this means

Last reviewed 2026-09-24.

Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.

What you can do

3 routes. None is a guarantee.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.